{"id":"W2094165690","doi":"10.1016/j.watres.2013.10.058","title":"Diaromatic sulphur-containing ‘naphthenic’ acids in process waters","year":2013,"lang":"en","type":"article","venue":"Water Research","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Chemistry; Sulfur; Naphthenic acid; Chromatography; Mass spectrometry; Fraction (chemistry); Extraction (chemistry); Environmental chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003059938,0.0002924948,0.0001616272,0.0005582205,0.0002964462,0.0002903792,0.000243742,0.0003439851,0.001456505],"category_scores_gemma":[0.0002791226,0.0001595468,0.0001253096,0.0002856865,0.0003110512,0.000474204,0.0002269719,0.0002584158,0.000417104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005312367,"about_ca_system_score_gemma":0.0002596747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004675245,"about_ca_topic_score_gemma":0.004922356,"domain_scores_codex":[0.999759,0.0000630916,0.000009979826,0.0000460357,0.00007840106,0.00004342798],"domain_scores_gemma":[0.9999207,0.0000191739,0.00001261989,0.000004917742,0.00003008721,0.00001244583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00107865,0.00004066669,0.004913147,0.0001885401,0.00003988652,0.0003438879,0.0003275615,0.001317348,0.9789863,0.0008516866,0.0002120863,0.01170009],"study_design_scores_gemma":[0.00001598859,0.000405219,0.01313952,0.00001488054,0.00002603892,0.0002442877,0.0003311871,0.003959533,0.9766241,0.0004811165,0.00474484,0.000013362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935056,0.002249887,0.001510163,0.0000679886,0.00002534638,0.00001001938,0.000111317,0.00001755393,0.002502072],"genre_scores_gemma":[0.9955806,0.000958539,0.0004767456,0.00001670421,0.00001895845,0.000003303602,0.0001243727,0.000005450606,0.00281526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004675245,"threshold_uncertainty_score":0.00929606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187250087245393,"score_gpt":0.3365748986266782,"score_spread":0.2947023977542242,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}